@inproceedings{WangS20,
  author    = {Shuai Wang and
               Zhendong Su},
  title     = {Metamorphic Object Insertion for Testing Object Detection Systems},
  booktitle = {35th {IEEE/ACM} International Conference on Automated Software Engineering,
               {ASE} 2020, Melbourne, Australia, September 21-25, 2020},
  pages     = {1053--1065},
  publisher = {{IEEE}},
  year      = {2020},
  url       = {https://ieeexplore.ieee.org/document/9286114},
  timestamp = {Tue, 12 Jan 2021 15:13:31 +0100},
  biburl    = {https://dblp.org/rec/conf/kbse/WangS20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{deeptest,
  author    = {Yuchi Tian and
               Kexin Pei and
               Suman Jana and
               Baishakhi Ray},
  editor    = {Michel Chaudron and
               Ivica Crnkovic and
               Marsha Chechik and
               Mark Harman},
  title     = {DeepTest: automated testing of deep-neural-network-driven autonomous
               cars},
  booktitle = {Proceedings of the 40th International Conference on Software Engineering,
               {ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018},
  pages     = {303--314},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3180155.3180220},
  doi       = {10.1145/3180155.3180220},
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@misc{tensorflow2015-whitepaper,
title={ {TensorFlow}: Large-Scale Machine Learning on Heterogeneous Systems},
url={https://www.tensorflow.org/},
note={Software available from tensorflow.org},
author={
    Mart\'{\i}n~Abadi and
    Ashish~Agarwal and
    Paul~Barham and
    Eugene~Brevdo and
    Zhifeng~Chen and
    Craig~Citro and
    Greg~S.~Corrado and
    Andy~Davis and
    Jeffrey~Dean and
    Matthieu~Devin and
    Sanjay~Ghemawat and
    Ian~Goodfellow and
    Andrew~Harp and
    Geoffrey~Irving and
    Michael~Isard and
    Yangqing Jia and
    Rafal~Jozefowicz and
    Lukasz~Kaiser and
    Manjunath~Kudlur and
    Josh~Levenberg and
    Dandelion~Man\'{e} and
    Rajat~Monga and
    Sherry~Moore and
    Derek~Murray and
    Chris~Olah and
    Mike~Schuster and
    Jonathon~Shlens and
    Benoit~Steiner and
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    Kunal~Talwar and
    Paul~Tucker and
    Vincent~Vanhoucke and
    Vijay~Vasudevan and
    Fernanda~Vi\'{e}gas and
    Oriol~Vinyals and
    Pete~Warden and
    Martin~Wattenberg and
    Martin~Wicke and
    Yuan~Yu and
    Xiaoqiang~Zheng},
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@misc{Paddlequantum, 
  title = {{Paddle Quantum}}, 
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@inproceedings{guo2020audee,
  title={Audee: Automated testing for deep learning frameworks},
  author={Guo, Qianyu and Xie, Xiaofei and Li, Yi and Zhang, Xiaoyu and Liu, Yang and Li, Xiaohong and Shen, Chao},
  booktitle={2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE)},
  pages={486--498},
  year={2020},
  organization={IEEE}
}

@inproceedings{liu2021detecting,
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  booktitle={2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)},
  pages={55--66},
  year={2021},
  organization={IEEE}
}

@inproceedings{wardat2021deeplocalize,
  title={DeepLocalize: fault localization for deep neural networks},
  author={Wardat, Mohammad and Le, Wei and Rajan, Hridesh},
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  pages={251--262},
  year={2021},
  organization={IEEE}
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@inproceedings{sun2020explaining,
  title={Explaining image classifiers using statistical fault localization},
  author={Sun, Youcheng and Chockler, Hana and Huang, Xiaowei and Kroening, Daniel},
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  pages={391--406},
  year={2020},
  organization={Springer}
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@inproceedings{di2017a,  
  author={Di Franco, Anthony and Guo, Hui and Rubio-González, Cindy},  
  booktitle={2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE)},   
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@inproceedings{nejadgholi2019a,  
  author={Nejadgholi, Mahdi and Yang, Jinqiu},  
  booktitle={2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE)},   
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@inproceedings{pham2019cradle,  
  author={Pham, Hung Viet and Lutellier, Thibaud and Qi, Weizhen and Tan, Lin},  
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  title={CRADLE: Cross-Backend Validation to Detect and Localize Bugs in Deep Learning Libraries},   
  year={2019},  
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  number={},  
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  doi={10.1109/ICSE.2019.00107}
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@inproceedings{zhang2021predoo,
  title={Predoo: precision testing of deep learning operators},
  author={Zhang, Xufan and Sun, Ning and Fang, Chunrong and Liu, Jiawei and Liu, Jia and Chai, Dong and Wang, Jiang and Chen, Zhenyu},
  booktitle={Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis},
  pages={400--412},
  year={2021}
}
